Building AI that Investors Can Rely On

The essentials to build investment strategies that deliver on what they promise

🏦  Building Reliable AI is a Must. Not an Option.
With great power comes great responsibility” is not just Spiderman's catchphrase. It is why reliability is key to earn the trust of investors. The manifesto for how institutional-level AI must behave.

📌 The Essentials to Deliver on the AI Promise
Everyone has a crush on AI as it allows portfolios to be more adaptable. Nonetheless, risk control, efficient portfolios, and customization are the true reasons why investors love it. Reliability is the secret for making it happen.

🔥 From a Black to a Glass Box: why Reliable AI is Hot
If you cannot control AI, why bother? In fact, no one likes a black box. Reliable AI solutions are extending the frontiers of knowledge and changing the game like never before. From reliable data, to reliable results.


  • AI Must Live Up to the Spider-Man Rule
  • Why Is Data so Important for AI Models?
  • Understanding the Power-Horizon Tradeoff in Financial Data
  • When Machine Learning Meets Human Intelligence
  • Reliability Means Turning AI from a Black to a Glass Box
Other research papers:

Harnessing Portfolio Diagnostics

💎  What Would it Be Like to Invest With Clarity?
Amazing, right? Yet, turning data into insights is like crushing carbon atoms into diamonds. ...


The AI Renaissance

⌚  18 June 1956. Hanover, New Hampshire
This was the day AI was born. Since then, it has been a relentless race of innovation. And we are only...